CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU.
Sijun TanBrian KnottYuan TianDavid J. WuPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- record linkage
- multi party
- sensitive information
- privacy sensitive
- privacy protection
- private information
- data privacy
- private data
- horizontally partitioned data
- data publishing
- data mining
- naive bayesian classification
- privacy preserving association rule mining
- privacy concerns
- decision trees
- personal data
- privacy issues
- feature selection
- sensitive data
- privacy requirements
- preserving privacy
- support vector machine
- privacy preserving classification
- data analysis
- database
- horizontally partitioned
- secure multiparty computation
- privacy guarantees
- data transformation
- differential privacy